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Pierre Tassel
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A reinforcement learning environment for job-shop scheduling
P Tassel, M Gebser, K Schekotihin
2021 PRL Workshop, 2021
532021
An end-to-end reinforcement learning approach for job-shop scheduling problems based on constraint programming
P Tassel, M Gebser, K Schekotihin
Proceedings of the International Conference on Automated Planning and …, 2023
62023
A customizable simulator for artificial intelligence research to schedule semiconductor fabs
B Kovács, P Tassel, R Ali, M El-Kholany, M Gebser, G Seidel
2022 33rd Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC …, 2022
62022
Utilizing constraint optimization for industrial machine workload balancing
B Kovács, P Tassel, W Kohlenbrein, P Schrott-Kostwein, M Gebser
27th International Conference on Principles and Practice of Constraint …, 2021
62021
A multi-shot ASP encoding for the aircraft routing and maintenance planning problem
P Tassel, M Rbaia
Logics in Artificial Intelligence: 17th European Conference, JELIA 2021 …, 2021
62021
Reinforcement Learning of Dispatching Strategies for Large-Scale Industrial Scheduling
P Tassel, B Kovács, M Gebser, K Schekotihin, W Kohlenbrein, ...
Proceedings of the International Conference on Automated Planning and …, 2022
52022
A reinforcement learning environment for job-shop scheduling. arXiv 2021
P Tassel, M Gebser, K Schekotihin
arXiv preprint arXiv:2104.03760, 0
5
Semiconductor Fab Scheduling with Self-Supervised and Reinforcement Learning
P Tassel, B Kovács, M Gebser, K Schekotihin, P Stöckermann, G Seidel
2023 Winter Simulation Conference (WSC), 1924-1935, 2023
32023
Dispatching in Real Frontend Fabs With Industrial Grade Discrete-Event Simulations by Deep Reinforcement Learning with Evolution Strategies
P Stöckermann, A Immordino, T Altenmüller, G Seidel, M Gebser, ...
2023 Winter Simulation Conference (WSC), 3047-3058, 2023
2023
Optimizing Dispatching Strategies for Semiconductor Manufacturing Facilities with Genetic Programming
B Kovács, P Tassel, M Gebser
Proceedings of the Genetic and Evolutionary Computation Conference, 1374-1382, 2023
2023
PySCFabSimUI: Graphical User Interface for a Semiconductor Fab Simulator
B Kovács, P Tassel, M Gebser
2023
A Customizable Reinforcement Learning Environment for Semiconductor Fab Simulation
B Kovács, P Tassel, M Gebser, G Seidel
2022 Winter Simulation Conference (WSC), 2663-2674, 2022
2022
Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications.
P Tassel
IJCAI, 5877-5878, 2022
2022
An ASP Multi-Shot Encoding for the Aircraft Routing and Maintenance Planning Problem
P Tassel, M Gebser, M Rbaia
13th Workshop on Answer Set Programming and Other Computing Paradigms, 2020
2020
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